Prediction and Control of Air Supply Flow in PEMFC
Air supply flow directly affects proton exchange membrane fuel cells (PEMFC) performance, when air supply flow exceeded PEMFC demands, lost of heat energy increased and power consumption of air-compressor increased too, so efficiency of generating current was reduced. Whereas, when air flow was under its demands, FC stack would be damaged with output power of PEMFC increasing in some extant. But in PEMFC running, air supply flow lagged FC stack output power changing, so Elman ANN was proposed to predict it in advance, and the result as given value in air supply control system. It adopted Fuzzy-PID compound control to make air supply flow following output power of PEMFC changing. Simulation results showed that Eiman ANN predicted air parameters effectively, and Fuzzy-PID compound controller improved dynamic performance of air supply control system distinctly better than traditional PID controller. It satisfied PEMFC demands in electric vehicles (EV).
Elman ANN Fuzzy-PID compound control prediction air supply flow
Wei Guoai Quan Shuhai Zhu Zhongni PAN Mu Qi Chengchao
School of Automobile Engineering Wuhan University of Technology Wuhan, China Department of Informati School of Automobile Engineering Wuhan University of Technology Wuhan, China Department of Information Countermeasures Air Force Radar Academy Wuhan, China
国际会议
长沙
英文
2040-2043
2010-03-13（万方平台首次上网日期，不代表论文的发表时间）